{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "90fc17b1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The system size is around L=15.7*(length unit)=471.0 nm\n",
      "Electron charge carrier number: 1668; Hole charge carrier number: 1528\n",
      "The number of electron selected k points is: 1610\n",
      "The number of hole selected k points is: 1536\n",
      "The number of final selected k points is: 1450\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "kF is around8.924984074135432\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Initiate Fermi sea & k points in relevant shell\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import time\n",
    "import scipy.signal\n",
    "from scipy.signal import find_peaks\n",
    "from scipy.io import savemat, loadmat\n",
    "\n",
    "# Enable LaTeX rendering (requires LaTeX installation)\n",
    "plt.rcParams.update({\n",
    "    \"text.usetex\": True,    # Use LaTeX to render text\n",
    "    \"font.family\": \"serif\", # Serif font for LaTeX\n",
    "    \"font.size\": 12         # Font size\n",
    "})\n",
    "\n",
    "# Parameters(hbar=1, m_e=1, Tc=1, k_B=1, making all quantities dimensionless)\n",
    "## hbar, m_e and Tc complete the units. \n",
    "## hbar = 1.0545718e-34 kg m^2 s^-1\n",
    "## Suppose effective mass m_e = 1e-31 kg(around 0.1 times bare electron mass)\n",
    "## Suppose Tc = 10 Kelvin = 1.38e-22 Joule(kg m^2 s^-2) = 8.62e-4 eV ~ 1meV is our energy unit\n",
    "## Time unit t_u = (hbar/(k_B*Tc)) = 7.64e-13 s ~ 1 ps\n",
    "## Length unit l_u = ((hbar*t_u)/m_e)^0.5 = 2.84e-8 ~ 30 nm, superconducting coherence length xi has tricky definition here, but the order should be ~10, namely 300nm\n",
    "## Velocity unit v_u = (k_B*Tc/m_e)^0.5 = 3.72e4 m s^-1 ~ 40 km/s, Fermi velocity v_F = (2EFe/me)^0.5 = 14.14 v_u =5.25e5 m s^-1\n",
    "## Rashba coupling strength unit lambda_u = k_B*T_c*l_u ~ 0.26 eV*Angstrom\n",
    "\n",
    "\n",
    "omega_P = 20      # Cutoff frequency\n",
    "masse = 1.0       # Electron mass\n",
    "massh = 1.0       # Hole mass\n",
    "rashba = 1.00     # Rashba SOC strength\n",
    "Zeemany = 3.00    # Zeeman energy in y direction(4.00 is the benchmark)\n",
    "Zeemanz = 20.0    # Zeeman energy in z direction(20.00 is the benchmark)\n",
    "# EFe = 41-20-20\n",
    "EFe = 41-20   # Fermi energy for electrons BENCHMARK\n",
    "# EFh = 40-np.sqrt(416)-20\n",
    "EFh = 40-np.sqrt(416)   # Fermi energy for holes BENCHMARK\n",
    "\n",
    "# Electron Dispersion\n",
    "def Ee(kx, ky):\n",
    "    #return (kx**2 + ky**2) / (2 * masse)\n",
    "    #return (((kx+0.4)**2 + ky**2)) / (2 * masse)\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 0.3 * np.sqrt((kx-1)**2 + (ky)**2)\n",
    "    return ((kx**2 + ky**2)) / (2 * masse) - rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (ky)**2 + (Zeemanz / rashba)**2)  \n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.00 * np.sqrt((kx+4)**2 + (ky)**2 + 400) + 20 # before FFLO transition\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.05 * np.sqrt((kx-4)**2 + (ky)**2 + 400) + 20 # near critical point of FFLO transition\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.10 * np.sqrt((kx-4)**2 + (ky)**2 + 400) + 20 # after FFLO transition\n",
    "def xie(kx, ky):\n",
    "    return Ee(kx, ky) - EFe\n",
    "\n",
    "# Hole Dispersion\n",
    "def Eh(kx, ky):\n",
    "    #return ((kx**2 + ky**2)) / (2 * massh) - np.sqrt(Zeemany**2 + Zeemanz**2)\n",
    "    return ((kx**2 + ky**2)) / (2 * massh) - np.sqrt(Zeemany**2+Zeemanz**2)\n",
    "def xih(kx, ky):\n",
    "    return Eh(kx, ky) - EFh\n",
    "\n",
    "# Initiate k-points for whole Fermi sea\n",
    "k_min = -20      # Minimum k-point\n",
    "k_max = 20       # Maximum k-point\n",
    "N_k = 100    # Number of k-points along each axis\n",
    "kx_values = np.linspace(k_min, k_max, N_k)\n",
    "ky_values = np.linspace(k_min, k_max, N_k)\n",
    "kx_grid, ky_grid = np.meshgrid(kx_values, ky_values) # Meshgrid for k-points(as a 100*100 matrix)\n",
    "delta_k = (k_max-k_min) / N_k\n",
    "L_IR = (2*3.14) / delta_k\n",
    "print(f\"The system size is around L={L_IR}*(length unit)={L_IR * 30} nm\")\n",
    "\n",
    "# Calculate energies for each k-point & carrier number\n",
    "Ee_values = Ee(kx_grid, ky_grid)\n",
    "Eh_values = Eh(kx_grid, ky_grid)\n",
    "N_electron = np.sum(Ee_values-EFe<0)\n",
    "N_hole = np.sum(Eh_values-EFh<0)\n",
    "print(f\"Electron charge carrier number: {N_electron}; Hole charge carrier number: {N_hole}\")\n",
    "\n",
    "# Select electron k-points near the Fermi surface (within energy shell)\n",
    "emask = (Ee_values >= EFe - omega_P) & (Ee_values <= EFe + omega_P)\n",
    "eselected_kx = kx_grid[emask]\n",
    "eselected_ky = ky_grid[emask]\n",
    "eselected_energies = Ee_values[emask]\n",
    "eN_selected = len(eselected_kx)  # Number of selected k-points\n",
    "print(f\"The number of electron selected k points is: {eN_selected}\")\n",
    "\n",
    "# Select hole k-points near the Fermi surface (within energy shell)\n",
    "hmask = (Eh_values >= EFh - omega_P) & (Eh_values <= EFh + omega_P)\n",
    "hselected_kx = kx_grid[hmask]\n",
    "hselected_ky = ky_grid[hmask]\n",
    "hselected_energies = Eh_values[hmask]\n",
    "hN_selected = len(hselected_kx)  # Number of selected k-points\n",
    "print(f\"The number of hole selected k points is: {hN_selected}\")\n",
    "\n",
    "# Find intersection of selected points\n",
    "mask = emask & hmask\n",
    "selected_kx = kx_grid[mask]\n",
    "selected_ky = ky_grid[mask]\n",
    "print(f\"The number of final selected k points is: {len(selected_kx)}\")\n",
    "\n",
    "# Plot the electron Fermi sea\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.contourf(kx_grid, ky_grid, Ee_values, 100, cmap='plasma', alpha=0.7) # Plot Fermi sea\n",
    "plt.colorbar(label=\"Energy (E)\")\n",
    "plt.scatter(eselected_kx, eselected_ky, color='yellow', label=\"Selected k-points near Fermi surface\", s=3) # Highlight selected k-points\n",
    "plt.scatter(selected_kx, selected_ky, color='red', label=\"Selected k-points near Fermi surface\", s=0.2)\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe], colors='cyan', linewidths=2) # plot Fermi 'surface'\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe + omega_P], colors='black', linestyles='dashed', linewidths=1) # plot upper bound\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe - omega_P], colors='black', linestyles='dashed', linewidths=1) # plot lower bound\n",
    "plt.xlabel(r'$k_x$')\n",
    "plt.ylabel(r'$k_y$')\n",
    "plt.legend()\n",
    "plt.title('Electron Fermi Sea and relevant k points')\n",
    "plt.axis('equal')  # Ensure aspect ratio is equal for proper circle visualization\n",
    "plt.show()\n",
    "\n",
    "# Plot the hole Fermi sea\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.contourf(kx_grid, ky_grid, Eh_values, 100, cmap='plasma', alpha=0.7) # Plot Fermi sea\n",
    "plt.colorbar(label=\"Energy (E)\")\n",
    "plt.scatter(hselected_kx, hselected_ky, color='yellow', label=\"Selected k-points near Fermi surface\", s=3) # Highlight selected k-points\n",
    "plt.scatter(selected_kx, selected_ky, color='red', label=\"Selected k-points near Fermi surface\", s=0.2)\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh], colors='cyan', linewidths=2) # plot Fermi 'surface'\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh + omega_P], colors='black', linestyles='dashed', linewidths=1) # plot upper bound\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh - omega_P], colors='black', linestyles='dashed', linewidths=1) # plot lower bound\n",
    "plt.xlabel(r'$k_x$')\n",
    "plt.ylabel(r'$k_y$')\n",
    "plt.legend()\n",
    "plt.title('Hole Fermi Sea and relevant k points')\n",
    "plt.axis('equal')  # Ensure aspect ratio is equal for proper circle visualization\n",
    "plt.show()\n",
    "\n",
    "# Plot E(kx,ky=0)\n",
    "kF = np.sqrt(2*massh*(EFh+np.sqrt(Zeemany**2 + Zeemanz**2)))\n",
    "print(F\"kF is around{kF}\")\n",
    "kx_values_plot = np.linspace(-kF-2, kF+2, N_k)\n",
    "def xie_kx_p(kx):\n",
    "    return (kx**2) / (2 * masse) + rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (Zeemanz / rashba)**2) - EFe\n",
    "def xie_kx_m(kx):\n",
    "    return (kx**2) / (2 * masse) - rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (Zeemanz / rashba)**2) - EFe\n",
    "def xih_kx_p(kx):\n",
    "    #return (kx**2) / (2 * massh) + np.sqrt(Zeemany**2 + Zeemanz**2) - EFh\n",
    "    return (kx**2) / (2 * massh) + np.sqrt(Zeemany**2+Zeemanz**2) - EFh\n",
    "def xih_kx_m(kx):\n",
    "    #return (kx**2) / (2 * massh) - np.sqrt(Zeemany**2 + Zeemanz**2) - EFh\n",
    "    return (kx**2) / (2 * massh) - np.sqrt(Zeemany**2+Zeemanz**2) - EFh\n",
    "xie_kx_p_values = xie_kx_p(kx_values_plot)\n",
    "xie_kx_m_values = xie_kx_m(kx_values_plot)\n",
    "xih_kx_p_values = xih_kx_p(kx_values_plot)\n",
    "xih_kx_m_values = xih_kx_m(kx_values_plot)\n",
    "plt.figure(figsize=(10,10))\n",
    "plt.plot(kx_values_plot,xie_kx_p_values,color='green')\n",
    "plt.plot(kx_values_plot,xie_kx_m_values,color='blue')\n",
    "plt.plot(kx_values_plot,xih_kx_p_values,color='yellow')\n",
    "plt.plot(kx_values_plot,xih_kx_m_values,color='red')\n",
    "plt.show()\n",
    "\n",
    "# Plot the two Fermi circles\n",
    "plt.figure(figsize=(10, 10))\n",
    "FS_e = plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe], colors='blue', linewidths=4)\n",
    "FS_h = plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh], colors='red', linewidths=4)\n",
    "plt.xlim(-12,12)\n",
    "plt.ylim(-12,12)\n",
    "#plt.title('Fermi Circles',fontsize=36)\n",
    "plt.xlabel(r'$k_x$',fontsize=30)\n",
    "plt.ylabel(r'$k_y$',fontsize=30)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bc67e491",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_5461/60485946.py:23: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_qx[n] = alphafindq0x(qx_to_find[n])  # alphaq initiation\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the stablized Copper pair momentum is q0=0.06546546546546544\n"
     ]
    }
   ],
   "source": [
    "## Find q0 where the condensate is stablized\n",
    "\n",
    "# Parameters (hbar=1, T_c=1, k_B=1, me=1, so that every quantity is dimensionless)\n",
    "Tc = 1.0    # Critical temperature\n",
    "N_matsubara = 1000 # Matsubara frequency points\n",
    "T00 = 0.95 * Tc  # Fix T, introduce q\n",
    "N_qx = 1000  # Number of q-points along each axis\n",
    "\n",
    "# Compute alpha_qx. beta_qx\n",
    "def alphafindq0x(qx):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + 0)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Initiate qx points and alpha_qx values\n",
    "qx_to_find = np.linspace(-0.2, 0.2, N_qx) # Originally -0.2~0.2\n",
    "alpha_qx = np.zeros(N_qx)\n",
    "for n in range(N_qx):\n",
    "        alpha_qx[n] = alphafindq0x(qx_to_find[n])  # alphaq initiation\n",
    "\n",
    "# Plot test\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.scatter(qx_to_find, alpha_qx, color = 'blue', label = r\"$\\chi(q_x)$ values at 0.95 $T_c$\")\n",
    "plt.xlabel(r\"Exciton momentum $q_x$\")\n",
    "plt.ylabel(r\"$\\chi(q_x)$\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "# Find q0\n",
    "max_index = np.argmax(alpha_qx)\n",
    "q0 = qx_to_find[max_index]\n",
    "alpha0 = alpha_qx[max_index]\n",
    "print(f\"the stablized Copper pair momentum is q0={q0}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8d0b04fd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(101.42715192041707+2.147789763982695e-08j)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_5461/2803053970.py:28: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_N[n] = alpha_cutoff(N_test[n])  # alpha_N initiation\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Convergence check(0.95T_c, q_0)\n",
    "N_N = 200\n",
    "\n",
    "def alpha_cutoff(N: int):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N, N+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Compute beta\n",
    "def beta_cutoff(N: int):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N, N+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0.0)))**2\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Plot the convergence for alpha and beta\n",
    "print(alpha_cutoff(1000))\n",
    "N_test = np.linspace(1, 1000, num=N_N, dtype=int)\n",
    "alpha_N = np.zeros(N_N)\n",
    "for n in range(N_N):\n",
    "        alpha_N[n] = alpha_cutoff(N_test[n])  # alpha_N initiation\n",
    "plt.figure(figsize=(10,8))\n",
    "plt.scatter(N_test, alpha_N, color = 'blue', label = r\"$\\alpha(q_0)$ with Matsubara cutoff N\")\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "46bae60f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Interaction strength V = 0.0099-0.0000j\n",
      "At 0.95Tc, Alpha coefficient α = -0.4540-0.0000j, Beta coefficient β = 0.2690+0.0000j\n"
     ]
    }
   ],
   "source": [
    "## Find the interaction strength (Tc, q0)\n",
    "\n",
    "\n",
    "# Parameters (hbar=1, T_c=1, k_B=1, me=1, so that every quantity is dimensionless)\n",
    "Tc = 1.0    # Critical temperature\n",
    "N_matsubara = 1000 # Matsubara frequency points\n",
    "\n",
    "# Compute alpha(summation part)\n",
    "def compute_alpha_sum(T):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T * sum_total\n",
    "\n",
    "# Compute beta\n",
    "def compute_beta_sum(T):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0.0)))**2\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T * sum_total\n",
    "\n",
    "# Determine interaction strength V at T = Tc\n",
    "sum_at_Tc = compute_alpha_sum(Tc)\n",
    "V = 1.0 / sum_at_Tc\n",
    "print(f\"Interaction strength V = {V:.4f}\")\n",
    "\n",
    "# Alpha with T\n",
    "def alpha(T):\n",
    "    return (1.0 / V) - compute_alpha_sum(T)\n",
    "\n",
    "# Beta with T\n",
    "def beta(T):\n",
    "    return compute_beta_sum(T)\n",
    "\n",
    "# Example: Calculate coefficients at T = 0.95*Tc\n",
    "print(f\"At 0.95Tc, Alpha coefficient α = {alpha(0.95 * Tc):.4f}, Beta coefficient β = {beta(0.95 * Tc):.4f}\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "38537f65",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_5461/502173183.py:13: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_values[n] = alpha(T_values[n])  # alpha initiation\n",
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_5461/502173183.py:17: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  beta_values[n] = beta(T_values[n])  # beta initiation\n",
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_5461/502173183.py:21: RuntimeWarning: invalid value encountered in sqrt\n",
      "  delta_values = np.where(rho_values > 0, np.sqrt(rho_values), 0)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time: 10.839962244033813 seconds\n"
     ]
    }
   ],
   "source": [
    "## Generate alpha,beta,etc. as functions of temperature\n",
    "\n",
    "\n",
    "start_time = time.time()\n",
    "\n",
    "# Initiate T points\n",
    "N_T =100  # Number of T points\n",
    "T_values = np.linspace(0.9 * Tc, 1.1 * Tc, N_T)\n",
    "\n",
    "# Initiate alpha, beta values\n",
    "alpha_values = np.zeros(N_T)\n",
    "for n in range(N_T):\n",
    "    alpha_values[n] = alpha(T_values[n])  # alpha initiation\n",
    "    \n",
    "beta_values = np.zeros(N_T)\n",
    "for n in range(N_T):\n",
    "    beta_values[n] = beta(T_values[n])  # beta initiation\n",
    "\n",
    "# Initiate delta values\n",
    "rho_values = - alpha_values / beta_values\n",
    "delta_values = np.where(rho_values > 0, np.sqrt(rho_values), 0)\n",
    "\n",
    "# plot test\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.scatter(T_values, alpha_values, color = 'blue', label = r\"$\\alpha$ values\")\n",
    "plt.scatter(T_values, beta_values, color = 'green', label = r\"$\\beta$ values\")\n",
    "plt.scatter(T_values, delta_values, color = 'red', label = r\"$\\Delta$ values\")\n",
    "plt.xlabel(r\"Temperature $T/T_c$\")\n",
    "plt.ylabel(r\"Functions of $T/T_c$\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "end_time = time.time()\n",
    "elapsed_time = end_time - start_time\n",
    "print(f\"Elapsed time: {elapsed_time} seconds\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e1acb844",
   "metadata": {},
   "outputs": [],
   "source": [
    "# ## Finite momentum q pairing\n",
    "\n",
    "\n",
    "# start_time = time.time()\n",
    "\n",
    "# # Parameters\n",
    "# T0 = 0.900 * Tc  # Fix T, introduce q\n",
    "# N_q = 120  # Number of q-points along each axis\n",
    "\n",
    "# # Compute alpha_q(summation part)\n",
    "# def compute_alphaq_sum(qx, qy):\n",
    "#     sum_total = 0.0\n",
    "#     for n in range(-N_matsubara, N_matsubara+1):\n",
    "#         omega = (2 * n + 1) * np.pi * T0\n",
    "#         integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + qy)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + qy)))\n",
    "#         integral = np.sum(integrand)\n",
    "#         sum_total += integral\n",
    "#     return T0 * sum_total\n",
    "\n",
    "# # Compute beta_q\n",
    "# def compute_betaq_sum(qx, qy):\n",
    "#     sum_total = 0.0\n",
    "#     for n in range(-N_matsubara, N_matsubara+1):\n",
    "#         omega = (2 * n + 1) * np.pi * T0\n",
    "#         integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + qy)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + qy)))**2\n",
    "#         integral = np.sum(integrand)\n",
    "#         sum_total += integral\n",
    "#     return T0 * sum_total\n",
    "\n",
    "# # Alphaq with q\n",
    "# def alphaq(qx, qy):\n",
    "#     return (1.0 / V) - compute_alphaq_sum(qx, qy)\n",
    "\n",
    "# # Betaq with q\n",
    "# def betaq(qx, qy):\n",
    "#     return compute_betaq_sum(qx, qy)\n",
    "\n",
    "# # Example: Calculate coefficients at T = 0.95*Tc, qx = -0.02, qy = 0\n",
    "# print(f\"At T = 0.95Tc, qx = 0.02, qy = 0, Alpha coefficient α = {alphaq(0.02, 0.0):.4f}, Beta coefficient β = {betaq(0.02, 0.0):.4f}\")\n",
    "\n",
    "# # Initiate q points\n",
    "# qx_values = np.linspace(q0-0.04, q0+0.04, N_q)  #(originally (-0.04,0.04) is already sufficient)\n",
    "# qy_values = np.linspace(-0.04, 0.04, N_q)\n",
    "# qx_grid, qy_grid = np.meshgrid(qx_values, qy_values)\n",
    "\n",
    "# # Generate alpha_q, beta_q values, etc\n",
    "# alphaq_values = np.zeros((N_q, N_q))\n",
    "# for n in range(N_q):\n",
    "#     for m in range(N_q):\n",
    "#         alphaq_values[n][m] = alphaq(qx_values[m], qy_values[n])  # alphaq initiation\n",
    "# betaq_values = np.zeros((N_q, N_q))\n",
    "# for n in range(N_q):\n",
    "#     for m in range(N_q):\n",
    "#         betaq_values[n][m] = betaq(qx_values[m], qy_values[n])  # betaq initiation\n",
    "# rhoq_values = -alphaq_values.real / betaq_values.real\n",
    "# deltaq_values = np.where(rhoq_values > 0, np.sqrt(rhoq_values), 0) # Deltaq initiation\n",
    "\n",
    "# # Plot test\n",
    "# plt.figure(figsize=(5, 4))\n",
    "# plt.contourf(qx_grid, qy_grid, alphaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "# plt.colorbar(label=r\"$\\alpha(q_x,q_y)$\")\n",
    "# plt.show()\n",
    "# plt.figure(figsize=(5, 4))\n",
    "# plt.contourf(qx_grid, qy_grid, betaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "# plt.colorbar(label=r\"$\\beta(q_x,q_y)$\")\n",
    "# plt.show()\n",
    "# plt.figure(figsize=(5, 4))\n",
    "# plt.contourf(qx_grid, qy_grid, deltaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "# plt.colorbar(label=r\"$\\Delta(q_x,q_y)$\")\n",
    "# plt.show()\n",
    "\n",
    "# # Find the condensate momentum\n",
    "\n",
    "\n",
    "# end_time = time.time()\n",
    "# elapsed_time = end_time - start_time\n",
    "# print(f\"Elapsed time: {elapsed_time} seconds\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8b5fb77f",
   "metadata": {},
   "outputs": [],
   "source": [
    "## Finite momentum q pairing ---- calculate GL coefficients(Modified by GPT)\n",
    "\n",
    "\n",
    "start_time = time.time()\n",
    "\n",
    "# Parameters\n",
    "T0 = 0.900 * Tc\n",
    "N_q = 240\n",
    "matsubara_omegas = (2 * np.arange(-N_matsubara, N_matsubara + 1) + 1) * np.pi * T0\n",
    "\n",
    "# Reshape omega for broadcasting\n",
    "omega = matsubara_omegas[:, np.newaxis]\n",
    "\n",
    "# Precompute k-space grids\n",
    "kx_shift = selected_kx[np.newaxis, :]  # shape (1, N_k)\n",
    "ky_shift = selected_ky[np.newaxis, :]\n",
    "\n",
    "# Helper: vectorized energy evaluations\n",
    "def xie_q(qx, qy):\n",
    "    return xie(kx_shift + qx, ky_shift + qy)  # shape (1, N_k)\n",
    "\n",
    "def xih_q(qx, qy):\n",
    "    return xih(-kx_shift + qx, -ky_shift + qy)\n",
    "\n",
    "# Optimized summation for alpha_q\n",
    "def compute_alphaq_sum(qx, qy):\n",
    "    e = xie_q(qx, qy)  # shape (1, N_k)\n",
    "    h = xih_q(qx, qy)\n",
    "    denom = (-1j * omega + e) * (1j * omega + h)  # shape (2N+1, N_k)\n",
    "    integrand = 1.0 / denom\n",
    "    integral = np.sum(integrand, axis=1)  # sum over k-points\n",
    "    return T0 * np.sum(integral)  # sum over Matsubara frequencies\n",
    "\n",
    "# Optimized summation for beta_q\n",
    "def compute_betaq_sum(qx, qy):\n",
    "    e = xie_q(qx, qy)\n",
    "    h = xih_q(qx, qy)\n",
    "    denom = ((-1j * omega + e) * (1j * omega + h))**2\n",
    "    integrand = 1.0 / denom\n",
    "    integral = np.sum(integrand, axis=1)\n",
    "    return T0 * np.sum(integral)\n",
    "\n",
    "# Alphaq, Betaq remain unchanged\n",
    "def alphaq(qx, qy):\n",
    "    return (1.0 / V) - compute_alphaq_sum(qx, qy)\n",
    "\n",
    "def betaq(qx, qy):\n",
    "    return compute_betaq_sum(qx, qy)\n",
    "\n",
    "# Prepare q-grid\n",
    "qx_values = np.linspace(q0 - 0.08, q0 + 0.08, N_q) # Originally -0.04~0.04 is enough\n",
    "qy_values = np.linspace(-0.08, 0.08, N_q)\n",
    "# qx_values = np.linspace(-0.25-0.03, 0.45-0.03, N_q) # h=4.0, mue =41-20+2, fflo\n",
    "# qy_values = np.linspace(-0.35, 0.35, N_q) # h=4.0, mue =41-20+2, fflo\n",
    "qx_grid, qy_grid = np.meshgrid(qx_values, qy_values)\n",
    "\n",
    "# Generate values\n",
    "alphaq_values = np.zeros((N_q, N_q), dtype=complex)\n",
    "betaq_values = np.zeros((N_q, N_q), dtype=complex)\n",
    "\n",
    "for n in range(N_q):\n",
    "    for m in range(N_q):\n",
    "        qx = qx_values[m]\n",
    "        qy = qy_values[n]\n",
    "        alphaq_values[n, m] = alphaq(qx, qy)\n",
    "        betaq_values[n, m] = betaq(qx, qy)\n",
    "\n",
    "# Delta and rho\n",
    "rhoq_values = -alphaq_values.real / betaq_values.real\n",
    "deltaq_values = np.where(rhoq_values > 0, np.sqrt(rhoq_values), 0)\n",
    "\n",
    "# Plots\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, alphaq_values.real, 100, cmap='plasma')\n",
    "plt.colorbar(label=r\"$\\alpha(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, betaq_values.real, 100, cmap='plasma')\n",
    "plt.colorbar(label=r\"$\\beta(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, deltaq_values, 100, cmap='plasma')\n",
    "plt.colorbar(label=r\"$\\Delta(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "end_time = time.time()\n",
    "print(f\"Elapsed time: {end_time - start_time:.2f} seconds\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d214baa8",
   "metadata": {},
   "outputs": [],
   "source": [
    "## Calculate supercurrent as function of qx,qy -- d=2, T=0.95Tc\n",
    "\n",
    "\n",
    "# Numerical partial derivative\n",
    "def partial_derivative_y(F, x, y):\n",
    "\n",
    "    h = x[1] - x[0]  # Step size in x-direction\n",
    "    dFdx = np.zeros_like(F)\n",
    "    \n",
    "    # Central difference for interior points\n",
    "    dFdx[1:-1, :] = (F[2:, :] - F[:-2, :]) / (2 * h)\n",
    "    \n",
    "    # Forward difference for first x-point\n",
    "    dFdx[0, :] = (F[1, :] - F[0, :]) / h\n",
    "    \n",
    "    # Backward difference for last x-point\n",
    "    dFdx[-1, :] = (F[-1, :] - F[-2, :]) / h\n",
    "    \n",
    "    return dFdx\n",
    "\n",
    "def partial_derivative_x(F, x, y):\n",
    "\n",
    "    h = y[1] - y[0]  # Step size in y-direction\n",
    "    dFdy = np.zeros_like(F)\n",
    "    \n",
    "    # Central difference for interior points\n",
    "    dFdy[:, 1:-1] = (F[:, 2:] - F[:, :-2]) / (2 * h)\n",
    "    \n",
    "    # Forward difference for first y-point\n",
    "    dFdy[:, 0] = (F[:, 1] - F[:, 0]) / h\n",
    "    \n",
    "    # Backward difference for last y-point\n",
    "    dFdy[:, -1] = (F[:, -1] - F[:, -2]) / h\n",
    "    \n",
    "    return dFdy\n",
    "\n",
    "# Generate f_q values, J_q values\n",
    "fq_values = - (alphaq_values.real ** 2) / (2 * betaq_values.real) # f_q values\n",
    "Jxq_values = partial_derivative_x(fq_values, qx_values, qy_values)\n",
    "Jyq_values = partial_derivative_y(fq_values, qx_values, qy_values)\n",
    "Jq_values = np.sqrt(Jxq_values**2 + Jyq_values**2)\n",
    "\n",
    "# Plot test\n",
    "plt.figure(figsize=(10, 8))  # free energy as function of q\n",
    "#plt.title(r'Free energy $F(q_x,q_y)$',fontsize=22,pad=0.1)\n",
    "plt.contourf(qx_grid, qy_grid, fq_values, 100, cmap='plasma', alpha=0.9)\n",
    "plt.colorbar(pad=0.01)\n",
    "plt.xlabel(r'$q_x$',fontsize=26)\n",
    "plt.ylabel(r'$q_y$',fontsize=26)\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J_x as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jxq_values, 100, cmap='plasma', alpha=0.9)\n",
    "# plt.imshow(Jxq_values, aspect='auto', origin='lower', cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"$J_x(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J_y as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jyq_values, 100, cmap='plasma', alpha=0.9)\n",
    "plt.colorbar(label=r\"$J_y(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jq_values, 100, cmap='plasma', alpha=0.9)\n",
    "plt.colorbar(label=r\"$J(q_x,q_y)$\")\n",
    "plt.show()\n",
    "# plt.figure(figsize=(20, 20))\n",
    "# plt.quiver(qx_grid, qy_grid, 0.1 * Jxq_values, 0.1 * Jyq_values, color='blue', scale=20, width=0.002)\n",
    "# plt.title('2D Vector Field (quiver)')\n",
    "# plt.xlabel('x')\n",
    "# plt.ylabel('y')\n",
    "# plt.grid()\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8814b3f4",
   "metadata": {},
   "outputs": [],
   "source": [
    "## Find critical current in x direction(front and back)\n",
    "\n",
    "# Step 1: Extract J(qx) for qy = 0\n",
    "# Find the index where qy = 0\n",
    "qy_idx = np.argmin(np.abs(qy_values - 0))  # Find the index closest to qy = 0\n",
    "print(f\"At qy ={qy_values[qy_idx]}\")\n",
    "\n",
    "# Extract J(qx) as a new 1D array\n",
    "Jx_qx = Jxq_values[qy_idx, :]\n",
    "\n",
    "# Find local maxima and minima of Jx_qx near qx = 0\n",
    "# We will focus on a small region around qx = 0. Let's define a range of interest.\n",
    "qx_range = np.abs(qx_values) < 2  # Example range near qx = 0 (you can adjust this range)\n",
    "\n",
    "# Extract the corresponding J(qx) values in this region\n",
    "Jx_qx_near_0 = Jx_qx[qx_range]\n",
    "\n",
    "# Find local maxima and minima using scipy.signal.find_peaks\n",
    "peaks, _ = find_peaks(Jx_qx_near_0)  # Local maxima\n",
    "troughs, _ = find_peaks(-Jx_qx_near_0)  # Local minima (by inverting J(qx))\n",
    "\n",
    "# Step 3: Plot J(qx) and highlight the local maxima and minima near qx = 0\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.plot(qx_values, Jx_qx, label=\"J(qx)\", color='b')  # Plot the full J(qx)\n",
    "plt.scatter(qx_values[qx_range][peaks], Jx_qx_near_0[peaks], color='r')\n",
    "plt.scatter(qx_values[qx_range][troughs], Jx_qx_near_0[troughs], color='g')\n",
    "plt.axhline(y=Jx_qx_near_0[peaks], color='red', linestyle='--', linewidth=2, \n",
    "            label=r'$J_{c+}=$')\n",
    "plt.axhline(y=Jx_qx_near_0[troughs], color='green', linestyle='--', linewidth=2, \n",
    "            label=r'$J_{c-}=$')\n",
    "plt.xlabel(r'$q_x$')\n",
    "plt.ylabel(r'Supercurrent $J(q_x)$')\n",
    "#plt.title('Local Maxima and Minima of J(qx) near qx = 0')\n",
    "plt.legend()\n",
    "plt.show()\n",
    "Jcp = Jx_qx_near_0[peaks]\n",
    "Jcm = Jx_qx_near_0[troughs]\n",
    "eta = (Jx_qx_near_0[peaks] + Jx_qx_near_0[troughs]) / (Jx_qx_near_0[peaks] - Jx_qx_near_0[troughs])\n",
    "print(f\"Jc+ = {Jcp}\")\n",
    "print(f\"Jc- = {Jcm}\")\n",
    "print(f\"diode efficiency = {eta}\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e14978cd",
   "metadata": {},
   "outputs": [],
   "source": [
    "## Find the condensate momentum from Jx_qx\n",
    "\n",
    "# Define functions for finding zero of J\n",
    "def find_zero_crossings(x, y):\n",
    "    \"\"\"Finds zero crossings in a 1D array and interpolates to estimate their positions.\"\"\"\n",
    "    zero_crossings = []\n",
    "    for i in range(len(y) - 1):\n",
    "        if y[i] * y[i + 1] < 0:  # Detect sign change\n",
    "            # Linear interpolation to estimate the zero crossing point\n",
    "            x_zero = x[i] - y[i] * (x[i + 1] - x[i]) / (y[i + 1] - y[i])\n",
    "            zero_crossings.append(x_zero)\n",
    "    return np.array(zero_crossings)\n",
    "\n",
    "def find_nearest_zero(x, y, x_target):\n",
    "    \"\"\"Finds the zero crossing closest to a given target x.\"\"\"\n",
    "    zero_crossings = find_zero_crossings(x, y)\n",
    "    if len(zero_crossings) == 0:\n",
    "        return None  # No zero crossings found\n",
    "    return zero_crossings[np.argmin(np.abs(zero_crossings - x_target))]\n",
    "\n",
    "# Find global zeros\n",
    "zeros = find_zero_crossings(qx_values, Jx_qx)\n",
    "\n",
    "# Find local zero\n",
    "qx_target = 0.22\n",
    "q0_final = find_nearest_zero(qx_values, Jx_qx, qx_target)\n",
    "\n",
    "print(f\"The condensate is stablized at q={q0_final,0}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "69b4431d",
   "metadata": {},
   "outputs": [],
   "source": [
    "## Save and Load Data\n",
    "\n",
    "# Create a dictionary\n",
    "dictionary = {\n",
    "    'StrengthV': V,\n",
    "    'qx_values': qx_values,\n",
    "    'qy_values': qy_values,\n",
    "    'alphaq_values': alphaq_values,\n",
    "    'betaq_values': betaq_values,\n",
    "    'deltaq_values': deltaq_values,\n",
    "    'fq_values': fq_values,\n",
    "    'Jxq_values': Jxq_values,\n",
    "    'Jyq_values': Jyq_values,\n",
    "    'Jq_values': Jq_values,\n",
    "    'Jx_qx': Jx_qx,\n",
    "    'Jc+': Jcp,\n",
    "    'Jc-': Jcm,\n",
    "    'diodeefficiency': eta,\n",
    "    'q0': q0_final\n",
    "    \n",
    "}\n",
    "# Save to .mat file\n",
    "savemat('/Users/hui/Documents/Python codes for XSDE project/Rashba_Zeeman_Ising model/h3.0_T.900detail.mat', dictionary)\n",
    "print(\"Data saved to h3.0_T.900detail.mat\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b388739f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load the data back\n",
    "loaded_dictionary = loadmat('h3.0_T.900detail.mat')\n",
    "print(loaded_dictionary['q0'])\n",
    "print(loaded_dictionary['diodeefficiency'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e7baf896",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "295f71e0",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6fcd3cd7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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